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Neural Networks Essays

White Paper: Addressing GDPR Concerns in the Use of Neural Networks for Personalization

Executive Summary This white paper is intended to address the concerns of an EU regulator on possible GDPR principal violations in our social networking company’s business model regarding the use of neural networks for personalization (Spillane, 2022). The document provides a comprehensive overview of neural networks, their relevance to personalization, an analysis of applicable GDPR ... Read More
Pages: 5       Words: 1260

Options Evaluation in Large Classes of Rough Stochastic Volatility Models

ABSTRACT Partial differential equations (PDEs) are mathematical models widely used in physics, engineering, and finance to describe various phenomena. However, solving PDEs is often challenging, especially when the dimensionality is high. Deep learning techniques have shown great promise in solving PDEs in recent years. This review introduced a new approach for modelling local stochastic volatility ... Read More
Pages: 9       Words: 2234
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Neural Networks Application to Data Mining and Data Warehouse

Introduction Like any other mining effort, data mining is extracting and obtaining valuable information from many raw materials, such as a substantial volume of data. Valuable products are then created once this happens. As companies gain more data, an automated process to handle such volumes of information is needed. Neural networks in data mining are ... Read More
Pages: 3       Words: 649
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